AI SummaryAutomatically extracts knowledge from Amp threads and synchronizes project documentation, keeping AGENTS.md and other docs up-to-date after epics and major work. Ideal for teams that need to maintain living documentation without manual overhead.
Install
Copy this and paste it into Claude Code, Cursor, or any AI assistant:
I want to install the "knowledge" skill in my project. Please run this command in my terminal: # Install skill into your project (3 files) mkdir -p .claude/skills/knowlegde && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/knowlegde/SKILL.md "https://raw.githubusercontent.com/hoangnb24/storage/main/knowlegde/SKILL.md" && mkdir -p .claude/skills/knowlegde/reference && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/knowlegde/reference/doc-mapping.md "https://raw.githubusercontent.com/hoangnb24/storage/main/knowlegde/reference/doc-mapping.md" && mkdir -p .claude/skills/knowlegde/reference && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/knowlegde/reference/extraction-prompts.md "https://raw.githubusercontent.com/hoangnb24/storage/main/knowlegde/reference/extraction-prompts.md" Then restart Claude Code (or reload the window in Cursor) so the skill is picked up.
Description
Extracts knowledge from Amp threads and updates project docs. Use when asked to document recent work, sync docs after an epic, summarize what changed, or update AGENTS.md from thread history.
Knowledge Extraction & Documentation Sync
Extracts knowledge from Amp threads and synchronizes project documentation.
Pipeline
` REQUEST → THREADS → TOPICS → CODE → DOCS ` | Phase | Action | Tools | |-------|--------|-------| | 1. Discover | Find threads by query/time | find_thread | | 2. Extract | Parallel topic extraction | Task + read_thread | | 3. Verify | Ground topics in code | gkg, finder | | 4. Map | Find target docs | Read, Grep | | 5. Reconcile | Compare all sources | Oracle | | 6. Apply | Surgical updates | edit_file, mermaid |
Phase 1: Discover Threads
Start from user request: `bash
"Summarize auth work"
find_thread "authentication"
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